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        Module&nbsp;enso_corr
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<h1 class="epydoc">Source Code for <a href="enso_corr-module.html">Module enso_corr</a></h1>
<pre class="py-src">
<a name="L1"></a><tt class="py-lineno"> 1</tt>  <tt class="py-line"><tt class="py-comment">#!/usr/bin/env python </tt> </tt>
<a name="L2"></a><tt class="py-lineno"> 2</tt>  <tt class="py-line"><tt class="py-comment"># -*- coding: utf-8 -*-</tt> </tt>
<a name="L3"></a><tt class="py-lineno"> 3</tt>  <tt class="py-line"> </tt>
<a name="L4"></a><tt class="py-lineno"> 4</tt>  <tt class="py-line"><tt class="py-keyword">import</tt> <tt class="py-name">hidro_data</tt> </tt>
<a name="L5"></a><tt class="py-lineno"> 5</tt>  <tt class="py-line"><tt class="py-keyword">import</tt> <tt class="py-name">enso</tt> </tt>
<a name="L6"></a><tt class="py-lineno"> 6</tt>  <tt class="py-line"><tt class="py-keyword">import</tt> <tt class="py-name">numpy</tt> <tt class="py-keyword">as</tt> <tt class="py-name">np</tt> </tt>
<a name="L7"></a><tt class="py-lineno"> 7</tt>  <tt class="py-line"><tt class="py-keyword">import</tt> <tt class="py-name">matplotlib</tt><tt class="py-op">.</tt><tt class="py-name">pyplot</tt> <tt class="py-keyword">as</tt> <tt class="py-name">plt</tt> </tt>
<a name="L8"></a><tt class="py-lineno"> 8</tt>  <tt class="py-line"><tt class="py-keyword">from</tt> <tt class="py-name">scipy</tt> <tt class="py-keyword">import</tt> <tt class="py-name">stats</tt> </tt>
<a name="L9"></a><tt class="py-lineno"> 9</tt>  <tt class="py-line"> </tt>
<a name="L10"></a><tt class="py-lineno">10</tt>  <tt class="py-line"><tt class="py-comment"># Lectura datos ENSO</tt> </tt>
<a name="L11"></a><tt class="py-lineno">11</tt>  <tt class="py-line"><tt id="link-0" class="py-name" targets="Variable enso_corr.url_enso_data=enso_corr-module.html#url_enso_data"><a title="enso_corr.url_enso_data" class="py-name" href="#" onclick="return doclink('link-0', 'url_enso_data', 'link-0');">url_enso_data</a></tt> <tt class="py-op">=</tt> <tt class="py-string">'http://www.cpc.ncep.noaa.gov/products/analysis_monitoring/ensostuff/ensoyears.shtml'</tt> </tt>
<a name="L12"></a><tt class="py-lineno">12</tt>  <tt class="py-line"><tt id="link-1" class="py-name" targets="Variable enso_corr.enso_data=enso_corr-module.html#enso_data"><a title="enso_corr.enso_data" class="py-name" href="#" onclick="return doclink('link-1', 'enso_data', 'link-1');">enso_data</a></tt> <tt class="py-op">=</tt> <tt class="py-name">hidro_data</tt><tt class="py-op">.</tt><tt class="py-name">from_xls</tt><tt class="py-op">(</tt><tt class="py-string">"enso_34.xls"</tt><tt class="py-op">)</tt> </tt>
<a name="L13"></a><tt class="py-lineno">13</tt>  <tt class="py-line"> </tt>
<a name="L14"></a><tt class="py-lineno">14</tt>  <tt class="py-line"><tt class="py-comment"># Calculo efecto ENSO directo</tt> </tt>
<a name="L15"></a><tt class="py-lineno">15</tt>  <tt class="py-line"><tt id="link-2" class="py-name" targets="Variable enso_corr.enso_data_c=enso_corr-module.html#enso_data_c"><a title="enso_corr.enso_data_c" class="py-name" href="#" onclick="return doclink('link-2', 'enso_data_c', 'link-2');">enso_data_c</a></tt> <tt class="py-op">=</tt> <tt class="py-name">hidro_data</tt><tt class="py-op">.</tt><tt class="py-name">rd_data_col</tt><tt class="py-op">(</tt><tt id="link-3" class="py-name"><a title="enso_corr.enso_data" class="py-name" href="#" onclick="return doclink('link-3', 'enso_data', 'link-1');">enso_data</a></tt><tt class="py-op">)</tt> </tt>
<a name="L16"></a><tt class="py-lineno">16</tt>  <tt class="py-line"><tt id="link-4" class="py-name" targets="Variable enso_corr.enso_efecto_c=enso_corr-module.html#enso_efecto_c"><a title="enso_corr.enso_efecto_c" class="py-name" href="#" onclick="return doclink('link-4', 'enso_efecto_c', 'link-4');">enso_efecto_c</a></tt> <tt class="py-op">=</tt> <tt class="py-name">enso</tt><tt class="py-op">.</tt><tt class="py-name">efecto_enso</tt><tt class="py-op">(</tt><tt id="link-5" class="py-name"><a title="enso_corr.enso_data_c" class="py-name" href="#" onclick="return doclink('link-5', 'enso_data_c', 'link-2');">enso_data_c</a></tt><tt class="py-op">)</tt> </tt>
<a name="L17"></a><tt class="py-lineno">17</tt>  <tt class="py-line"><tt class="py-comment"># Calculo con media movil</tt> </tt>
<a name="L18"></a><tt class="py-lineno">18</tt>  <tt class="py-line"><tt id="link-6" class="py-name" targets="Variable enso_corr.media_movil_6=enso_corr-module.html#media_movil_6"><a title="enso_corr.media_movil_6" class="py-name" href="#" onclick="return doclink('link-6', 'media_movil_6', 'link-6');">media_movil_6</a></tt> <tt class="py-op">=</tt> <tt class="py-name">enso</tt><tt class="py-op">.</tt><tt class="py-name">media_movil</tt><tt class="py-op">(</tt><tt id="link-7" class="py-name"><a title="enso_corr.enso_data_c" class="py-name" href="#" onclick="return doclink('link-7', 'enso_data_c', 'link-2');">enso_data_c</a></tt><tt class="py-op">[</tt><tt class="py-number">1</tt><tt class="py-op">]</tt><tt class="py-op">,</tt><tt class="py-number">6</tt><tt class="py-op">)</tt> </tt>
<a name="L19"></a><tt class="py-lineno">19</tt>  <tt class="py-line"><tt id="link-8" class="py-name" targets="Variable enso_corr.enso_efecto=enso_corr-module.html#enso_efecto"><a title="enso_corr.enso_efecto" class="py-name" href="#" onclick="return doclink('link-8', 'enso_efecto', 'link-8');">enso_efecto</a></tt> <tt class="py-op">=</tt> <tt class="py-name">enso</tt><tt class="py-op">.</tt><tt class="py-name">efecto_indice</tt><tt class="py-op">(</tt><tt id="link-9" class="py-name"><a title="enso_corr.media_movil_6" class="py-name" href="#" onclick="return doclink('link-9', 'media_movil_6', 'link-6');">media_movil_6</a></tt><tt class="py-op">,</tt><tt class="py-number">7</tt><tt class="py-op">,</tt><tt class="py-number">12</tt><tt class="py-op">)</tt> </tt>
<a name="L20"></a><tt class="py-lineno">20</tt>  <tt class="py-line"> </tt>
<a name="L21"></a><tt class="py-lineno">21</tt>  <tt class="py-line"><tt class="py-comment"># Escribir efecto en un excel</tt> </tt>
<a name="L22"></a><tt class="py-lineno">22</tt>  <tt class="py-line"><tt class="py-name">hidro_data</tt><tt class="py-op">.</tt><tt class="py-name">to_xls</tt><tt class="py-op">(</tt><tt id="link-10" class="py-name"><a title="enso_corr.enso_efecto_c" class="py-name" href="#" onclick="return doclink('link-10', 'enso_efecto_c', 'link-4');">enso_efecto_c</a></tt><tt class="py-op">,</tt><tt class="py-string">'enso_efecto_c.xls'</tt><tt class="py-op">)</tt> </tt>
<a name="L23"></a><tt class="py-lineno">23</tt>  <tt class="py-line"> </tt>
<a name="L24"></a><tt class="py-lineno">24</tt>  <tt class="py-line"><tt class="py-comment"># Leer Datos de nieve</tt> </tt>
<a name="L25"></a><tt class="py-lineno">25</tt>  <tt class="py-line"><tt id="link-11" class="py-name" targets="Variable enso_corr.snow_laguna=enso_corr-module.html#snow_laguna"><a title="enso_corr.snow_laguna" class="py-name" href="#" onclick="return doclink('link-11', 'snow_laguna', 'link-11');">snow_laguna</a></tt> <tt class="py-op">=</tt> <tt class="py-name">hidro_data</tt><tt class="py-op">.</tt><tt class="py-name">from_xls</tt><tt class="py-op">(</tt><tt class="py-string">'Datos/snow/snow-Laguna.xls'</tt><tt class="py-op">)</tt> </tt>
<a name="L26"></a><tt class="py-lineno">26</tt>  <tt class="py-line"><tt id="link-12" class="py-name" targets="Variable enso_corr.snow_laguna_snow=enso_corr-module.html#snow_laguna_snow"><a title="enso_corr.snow_laguna_snow" class="py-name" href="#" onclick="return doclink('link-12', 'snow_laguna_snow', 'link-12');">snow_laguna_snow</a></tt> <tt class="py-op">=</tt> <tt class="py-name">hidro_data</tt><tt class="py-op">.</tt><tt class="py-name">rd_data_col</tt><tt class="py-op">(</tt><tt id="link-13" class="py-name"><a title="enso_corr.snow_laguna" class="py-name" href="#" onclick="return doclink('link-13', 'snow_laguna', 'link-11');">snow_laguna</a></tt><tt class="py-op">,</tt><tt class="py-number">0</tt><tt class="py-op">)</tt> </tt>
<a name="L27"></a><tt class="py-lineno">27</tt>  <tt class="py-line"> </tt>
<a name="L28"></a><tt class="py-lineno">28</tt>  <tt class="py-line"><tt class="py-comment"># Plot Datos efecto ENSO</tt> </tt>
<a name="L29"></a><tt class="py-lineno">29</tt>  <tt class="py-line"><tt class="py-comment">#plt.ion() # Modo interactivo encendido , evita problema congela IDLE </tt> </tt>
<a name="L30"></a><tt class="py-lineno">30</tt>  <tt class="py-line"><tt class="py-comment">#plt.subplot(211)</tt> </tt>
<a name="L31"></a><tt class="py-lineno">31</tt>  <tt class="py-line"><tt class="py-comment">#plt.plot(enso_efecto_c[0],enso_efecto_c[1],label='efecto enso')</tt> </tt>
<a name="L32"></a><tt class="py-lineno">32</tt>  <tt class="py-line"><tt class="py-name">plt</tt><tt class="py-op">.</tt><tt class="py-name">plot</tt><tt class="py-op">(</tt><tt id="link-14" class="py-name"><a title="enso_corr.enso_data_c" class="py-name" href="#" onclick="return doclink('link-14', 'enso_data_c', 'link-2');">enso_data_c</a></tt><tt class="py-op">[</tt><tt class="py-number">0</tt><tt class="py-op">]</tt><tt class="py-op">[</tt><tt class="py-op">:</tt><tt class="py-op">-</tt><tt class="py-number">11</tt><tt class="py-op">]</tt><tt class="py-op">,</tt><tt id="link-15" class="py-name"><a title="enso_corr.enso_data_c" class="py-name" href="#" onclick="return doclink('link-15', 'enso_data_c', 'link-2');">enso_data_c</a></tt><tt class="py-op">[</tt><tt class="py-number">1</tt><tt class="py-op">]</tt><tt class="py-op">[</tt><tt class="py-op">:</tt><tt class="py-op">-</tt><tt class="py-number">11</tt><tt class="py-op">]</tt><tt class="py-op">,</tt><tt class="py-string">'x'</tt><tt class="py-op">,</tt><tt class="py-name">label</tt><tt class="py-op">=</tt><tt class="py-string">'enso 3.4'</tt><tt class="py-op">)</tt> </tt>
<a name="L33"></a><tt class="py-lineno">33</tt>  <tt class="py-line"><tt class="py-name">plt</tt><tt class="py-op">.</tt><tt class="py-name">legend</tt><tt class="py-op">(</tt><tt class="py-op">)</tt> </tt>
<a name="L34"></a><tt class="py-lineno">34</tt>  <tt class="py-line"><tt class="py-name">plt</tt><tt class="py-op">.</tt><tt class="py-name">title</tt><tt class="py-op">(</tt><tt class="py-string">"Serie de efecto ENSO"</tt><tt class="py-op">)</tt> </tt>
<a name="L35"></a><tt class="py-lineno">35</tt>  <tt class="py-line"><tt class="py-comment">#plt.subplot(212)</tt> </tt>
<a name="L36"></a><tt class="py-lineno">36</tt>  <tt class="py-line"><tt class="py-comment">#plt.plot(snow_laguna_snow[0],snow_laguna_snow[1],label='nieve laguna')</tt> </tt>
<a name="L37"></a><tt class="py-lineno">37</tt>  <tt class="py-line"><tt class="py-comment">#plt.legend()</tt> </tt>
<a name="L38"></a><tt class="py-lineno">38</tt>  <tt class="py-line"><tt class="py-comment">#plt.title("Serie nieve Laguna")</tt> </tt>
<a name="L39"></a><tt class="py-lineno">39</tt>  <tt class="py-line"><tt class="py-name">plt</tt><tt class="py-op">.</tt><tt class="py-name">savefig</tt><tt class="py-op">(</tt><tt class="py-string">'enso-nieve'</tt><tt class="py-op">)</tt> </tt>
<a name="L40"></a><tt class="py-lineno">40</tt>  <tt class="py-line"><tt class="py-name">plt</tt><tt class="py-op">.</tt><tt class="py-name">close</tt><tt class="py-op">(</tt><tt class="py-op">)</tt> </tt>
<a name="L41"></a><tt class="py-lineno">41</tt>  <tt class="py-line"> </tt>
<a name="L42"></a><tt class="py-lineno">42</tt>  <tt class="py-line"> </tt>
<a name="L43"></a><tt class="py-lineno">43</tt>  <tt class="py-line"><tt class="py-keyword">if</tt> <tt class="py-name">__name__</tt> <tt class="py-op">==</tt> <tt class="py-string">"__main__"</tt><tt class="py-op">:</tt> </tt>
<a name="L44"></a><tt class="py-lineno">44</tt>  <tt class="py-line">    <tt class="py-keyword">import</tt> <tt class="py-name">doctest</tt> </tt>
<a name="L45"></a><tt class="py-lineno">45</tt>  <tt class="py-line">    <tt class="py-name">doctest</tt><tt class="py-op">.</tt><tt class="py-name">testmod</tt><tt class="py-op">(</tt><tt class="py-op">)</tt> </tt>
<a name="L46"></a><tt class="py-lineno">46</tt>  <tt class="py-line"> </tt><script type="text/javascript">
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